Machine learning is an application of artificial intelligence (AI) that gives systems the ability to automatically learn and improve from experience without explicit programming. Machine learning aims to develop computer programs that can access data and use it for learning.
The learning process begins with observations or data, such as examples, direct experience, or instruction, to look for patterns in the data and make more informed decisions in the future based on the examples we provide. The main goal is to allow computers to learn automatically without human intervention or assistance and to adjust actions accordingly.
But, using classical machine learning algorithms, the text is treated as a sequence of keywords; Instead, a semantic analysis approach mimics the human ability to understand the meaning of a text.
Machine learning is a field of computer science that aims to teach computers to learn and act without explicit programming. In particular, machine learning is an approach to data analysis that involves the creation and adaptation of models that allow programs to “learn” from their own experience. Machine learning involves creating algorithms that adapt your models to improve their ability to make predictions.